Deploying Visual AI Solutions for On-Shelf Availability in Retail

Explore a 19-minute conference talk from the tinyML Summit 2023 where Mark Hanson, VP of Technology and Business Innovation at Sony Semiconductor Solutions of America, discusses innovative approaches to implementing visual AI solutions in retail environments. Learn about image sensors with integrated AI-processing capabilities and how this cutting-edge architecture brings vision AI closer to the edge, enabling scalable applications. Discover why many AI applications fail to progress beyond the proof-of-concept stage and understand the key challenges of simplicity, flexibility, affordability, and commercial-grade reliability. Gain insights into the retail industry's struggles with inventory management and how vision AI applications like AITRIOS can revolutionize on-shelf-availability monitoring, eliminating manual processes and improving efficiency at scale.